Technical Skills

Core Competencies

LLM Fine-Tuning & RLHF
Protein Language Models
Knowledge Distillation
GRPO / RLVR Post-Training
Distributed Data Engineering
Production ML Infrastructure

LLM Engineering

SFT LoRA / QLoRA PEFT TRL DeepSpeed vLLM GRPO / RLVR Post-Training Knowledge Distillation Tokenizer / BPE Design Reward Modeling

ML & Deep Learning

PyTorch HuggingFace Transformers Graph Neural Networks Seq2Seq Vector Quantization Whisper Fine-Tuning

Data Engineering

Apache Spark ETL Pipeline Design Distributed Systems Data Governance

Infrastructure

Docker nginx Linux UFW / Fail2ban Git MLflow

Languages

Python Scala SQL